LURA
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Elyris Labs · Computational tissue pharmacology

Be wrong in a second, not a decade.

Understand how a treatment behaves before it reaches the lab. LURA models how compounds move through tumor tissue and how patients differ, so you can decide what to advance and what to stop early.

Bring us the decision you can't make

For drug development teams at pharma, biotech and CROs.

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ProofThe artifact, assembling
In silico

A portfolio in. A field compiled. A picture you can defend.

01 — ProblemYears

The cost of knowing too late.

Roughly nine in ten drugs that enter clinical trials never reach approval. By then, years of research and substantial capital may already be committed.

Laboratory results can tell us a great deal about a compound. They cannot fully account for the conditions it will encounter in living tissue.

Understanding that behavior earlier could change which experiments we run, which compounds we advance, and where we invest our time.

02 — ProductSeconds
2.5M / 1.5SEC

Drug–cell pairs screened: 2.5 million interactions in 1.5 seconds on a single NVIDIA A100. Test conditions are shared in a technical evaluation.

Millions of interactions. Seconds of computation.

LURA is a high-throughput, biophysics-driven tissue simulator. You bring the portfolio and it answers in seconds. A program you stop early gives back its months and millions while they still matter.

  1. 01

    Whole portfolios

    Not one molecule at a time.

  2. 02

    Many tumor contexts at once

    Not one cell line, one afternoon.

  3. 03

    Known and brand-new chemistry

    On the same page, each labelled for what it is.

  4. 04

    Selectivity and tissue reality, together

    Which compounds win in which genotype, and whether they reach the cells that matter.

  5. 05

    Conjugates

    Whether the payload reaches the cells the antibody never touched.

  6. 06

    Virtual patients

    Predicted exposure across a simulated population, so biological variability stays in the answer.

  7. 07

    A ranked answer

    With the reasons attached, and the disagreements kept, not averaged away.

  8. 08

    A sealed receipt and a Pilot Package

    Both auditable by your own scientists.

2.5MPairs / 1.5 sec
0.97BRAF genotype AUROC
0.83Held-out scaffolds
NVIDIAInception member
Into the tissue
03 — TissueWhere

A tumor is a place, not a number.

A compound cannot work where it never arrives.

Tissue pharmacology models how far a drug penetrates, how much of the tissue it covers, and how the tissue responds.

From a solved tissue model, not a measurement. Every result says which.

04 — What we take onProblem, result

Decisions, with the evidence attached.

01

It won in the dish. It's silent in the tumor.

Deprioritize it before the animal study, with the tissue reason attached.

02

A genotype nobody can explain.

Compounds ranked by selectivity in each genetic context.

03

Chemistry with no data.

A labelled estimate with a range. Never dropped, never dressed up as a measurement.

04

A conjugate that must reach cells the antibody missed.

The direction of the answer, with its sensitivity printed beside it.

05

A shortlist nobody can review.

Every number with its evidence, assumptions and limits, so a reviewer can challenge it.

06

A call nobody can reconstruct a year later.

A sealed record you can reopen and defend a year later.

05 — ProofReceipts

Every number has a receipt.

In a retrospective test, EGFR inhibitors ranked hundreds of times more selective than controls in an EGFR-mutant line. BRAF inhibitors did the same in a BRAF-mutant line. A line with no targetable driver showed no signal.

Current genetic contexts
  • EGFR
  • BRAF
  • ALK
  • MET
  • ERBB2
  • KIT

Built for the reviewer, not for the demo.

A computational answer nobody can challenge is not evidence. It is an assertion with arithmetic attached. So every LURA result carries its benchmark, the assumptions under it, its uncertainty, and what is still unknown, and it can be reopened and audited by your own scientists. A direct measurement never reads like an inferred one.

Start a conversation
06 — ContactThe invitation

Work with Elyris.

Private technical evaluations, scientific collaborations and institutional partnerships.

A good first evaluation is a program you have already closed. We run it and show you where LURA agrees with your bench result and where it does not.

Relevant technical information is shared through a qualified process.

We use what you send only to answer you. Nothing is shared, and there is no list to leave.

07 — CompanyWho

Being wrong should cost a second, not a decade.

A new way to investigate living systems.

Elyris builds computational tools that show how a treatment behaves inside living tissue, beginning with tumors. The ambition is long. What we claim stays with what LURA demonstrably does today, and every result says what it is.

The people behind it.

About Elyris Labs